Georgii Demkin in a gray suit and red tie against a blue background

I'm Georgii Demkin.

I'm a student at Loomis Chaffee and Founder & CEO of Entry Trail.

At eight, I charged a classmate 150 rubles for a 100-ruble croissant, paid another student 120 rubles to deliver it, and pocketed 30 rubles without leaving my seat. I've been passionate about entrepreneurship ever since.

I’m currently working on Entry Trail, automation software for customs brokers. I’m helping customs brokers reduce the time spent reading customs papers by 3×.

I previously helped students test their college majors. Before that, I resold accounts in the mobile games I played and had 3,000+ deals.

Outside of entrepreneurship, I’ve researched the rise in semiconductor sales during the AI boom and the dot-com boom. In Russia, I explored the solar corona and its activity based on published observations.

In my free time, I play soccer as a goalkeeper, play chess or poker, and write.

I am interested in what people can learn from incomplete evidence.

Reach me at [email protected] or on LinkedIn.

Work & Research

Product · Founder & CEO

Entry Trail

Broker review software for HTS classification drafts and cited CROSS rulings. Licensed brokers make the legal determination.

Visit Entry Trail

AI-era semiconductor billings chart from the manuscript, with observed billings rising above the forecast and its 95 percent prediction band
Figure from the manuscript; monthly billings through May 2026.

Research · Unpublished manuscript

Semiconductor Billings Beyond Forecasts: Comparing the Dot-Com and AI Booms

Sole author · Reviewed by Professor Tolulope Fadina

Matched time-series forecasts compare monthly semiconductor billings in the dot-com and AI booms. Both periods exceeded model-based 95% prediction intervals in eight months; the AI-era departure was larger and lasted longer through May 2026. The comparison is provisional and does not establish a cause.

Read the research summary

Screenshot of the georgii_ai dashboard with a chessboard and move-decision details

Software · Chess

georgii_ai

An attacking Lichess bot built on Stockfish, with custom candidate-selection and sacrifice rules.

I developed its move-selection logic and a live dashboard for inspecting decisions.

Challenge the bot

2026–27 · Model team423points across 7 finalized gameweeks

Modeling · Weekly diary

Fantasy Premier League diary

A gameweek-by-gameweek record of the points earned by my Fantasy Premier League model.

The full sequence shows the model’s strong and weak weeks, with no cherry-picked results.

Read the diary

Questions I keep returning to

Outside the work

Georgii Demkin wearing goalkeeper gloves and a turquoise kit on a soccer field
In goal
Students gathered indoors for an entrepreneurship club meeting
Entrepreneurship Club
Georgii Demkin standing outdoors with his soccer teammates at dusk
With my teammates
Georgii Demkin standing among rocks between tall cliffs in Iceland
Iceland

CV & timeline

Education

Loomis Chaffee

Read more

The website CV mirrors the one-page PDF. Its visual timeline follows the selected entries.

Get in touch

I welcome conversations about research, data products, analytics, internships, and early-stage software.